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fix(demo): revert #1786 and update trt doc #1792

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Jul 30, 2024
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fix(demo): revert #1786 and update trt doc #1792

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10 changes: 10 additions & 0 deletions demo/TensorRT/cpp/README.md
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Expand Up @@ -46,3 +46,13 @@ or
./yolox <path/to/your/engine_file> -i <path/to/image>
```

NOTE: for `trtexec` users, modify `INPUT_BLOB_NAME` and `OUTPUT_BLOB_NAME` as the following code.
```
const char* INPUT_BLOB_NAME = "images";
const char* OUTPUT_BLOB_NAME = "output";
```

Here is the command to convert the small onnx model to tensorrt engine file:
```
trtexec --onnx=yolox_s.onnx --saveEngine=yolox_s.trt
```
4 changes: 2 additions & 2 deletions demo/TensorRT/cpp/yolox.cpp
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Expand Up @@ -31,8 +31,8 @@ using namespace nvinfer1;
static const int INPUT_W = 640;
static const int INPUT_H = 640;
static const int NUM_CLASSES = 80;
const char* INPUT_BLOB_NAME = "images";
const char* OUTPUT_BLOB_NAME = "output";
const char* INPUT_BLOB_NAME = "input_0";
const char* OUTPUT_BLOB_NAME = "output_0";
static Logger gLogger;

cv::Mat static_resize(cv::Mat& img) {
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